Pith Number

pith:L7MIS2DI

pith:2024:L7MIS2DIEV5RWLYTD5TVSWK7W7

not attested not anchored not stored refs pending

FedHPL: Efficient Heterogeneous Federated Learning with Prompt Tuning and Logit Distillation

Lechao Cheng, Meng Wang, Xiaohua Xu, Yaxiong Wang, Yuting Ma, Zhun Zhong

arxiv:2405.17267 v1 · 2024-05-27 · cs.LG · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L7MIS2DIEV5RWLYTD5TVSWK7W7}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

UB-SMoE: Universally Balanced Sparse Mixture-of-Experts for Resource-adaptive Federated Fine-tuning of Foundation Models

Receipt and verification

First computed	2026-07-05T08:23:42.145874Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fd8896868257b1b2f131f6759595fb7cfcc2f8f749f9964eab1636643e133d4

Aliases

arxiv: 2405.17267 · arxiv_version: 2405.17267v1 · doi: 10.48550/arxiv.2405.17267 · pith_short_12: L7MIS2DIEV5R · pith_short_16: L7MIS2DIEV5RWLYT · pith_short_8: L7MIS2DI

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/L7MIS2DIEV5RWLYTD5TVSWK7W7 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 5fd8896868257b1b2f131f6759595fb7cfcc2f8f749f9964eab1636643e133d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37d1c3edff898b87650ec49a5c63f3fa9f0e6c6cc4572191cd4482d54db1b9de",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T15:25:32Z",
    "title_canon_sha256": "0200999a7cb102912301ce7ad75787e01334c0ec77b8a835815677df1d862b94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17267",
    "kind": "arxiv",
    "version": 1
  }
}